Habitat Suitability Report
Inputs
- Species: Harbor seal (Phoca vitulina)
- Thinning: Thinned observations
- Ratio: All pseudo-absence/background points
- Spatial extent: Full extent
- Covariates used: all covariates (u and v become vel_mag)
- Metrics: evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
- Observations:
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9391788 | 0.7903674 | 0.5078943 |
| bt | 0.9302254 | 0.7270763 | 0.4837924 |
| maxnet | 0.9123186 | 0.6665638 | NA |
| gam | 0.8873109 | 0.7415869 | -0.8380077 |
| glm | 0.8974992 | 0.6764433 | 0.3179358 |
Variable Importance
Partial Dependence
